Resources

8 results for "sleep disorders"

Database Restricted Access

DREAMT: Dataset for Real-time sleep stage EstimAtion using Multisensor wearable Technology

Ke Wang, Jiamu Yang, Ayush Shetty, et al.

Sleep is an intrinsic part of human life, and recent advancements in wearable technology and machine learning have promised continuous and non-invasive methods of tracking sleep health and patterns, providing an important facet to a more holistic un…
time series classification sleep disorders wearable biomedical
Published: June 2, 2026. Version: 2.2.0
Database Credentialed Access

NCH Sleep DataBank: A Large Collection of Real-world Pediatric Sleep Studies with Longitudinal Clinical Data

Harlin Lee, Boyue Li, Yungui Huang, et al.

In order to accelerate research on pediatric sleep and its connection to health, Nationwide Children's Hospital (NCH) and Carnegie Mellon University (CMU) introduce the NCH Sleep DataBank. This dataset has 3,984 pediatric sleep studies on 3,673 uniq…
eeg ehr pediatrics polysomnography clinical decision support sleep study sleep disorders ecg electronic health records
Published: Oct. 27, 2021. Version: 3.1.0
Database Open Access

A Multi-Night Instantaneous Heart Rate and Accelerometry Dataset with EEG Sleep Stage Labels

Tzu-An Song, Yubo Zhang, Ziyuan Zhou, et al.

We collected sleep data from 47 healthy adult volunteers with no history of sleep disorders, recruited from the local community through study advertisement flyers. The study protocol was approved by the University of Massachusetts Lowell Institution…
sleep staging wearable devices apple watch accelerometry instantaneous heart rate
Published: Sept. 25, 2026. Version: 1.0.1
Database Open Access

CAP Sleep Database

The CAP Sleep Database is a collection of 108 polysomnographic recordings registered at the Sleep Disorders Center of the Ospedale Maggiore of Parma, Italy. The waveforms (contained in the .edf files of the database) include at least 3 EEG channels …
apnea sleep eeg multiparameter ecg
Published: July 26, 2012. Version: 1.0.0 | Visualize waveforms
Database Open Access

Sleep Heart Health Study PSG Database

The Sleep Heart Health Study (SHHS) is a prospective cohort study designed to investigate the relationship between sleep disordered breathing and cardiovascular disease.
polysomnogram sleep multiparameter
Published: Oct. 23, 2003. Version: 1.0.0 | Visualize waveforms
Database Open Access

Haaglanden Medisch Centrum sleep staging database

Diego Alvarez-Estevez, Roselyne Rijsman

A collection of 151 whole-night polysomnographic (PSG) sleep recordings (85 Male, 66 Female, mean Age of 53.9 ± 15.4) collected during 2018 at the Haaglanden Medisch Centrum (HMC, The Netherlands) sleep center. Patient recordings were randomly selec…
edf inter-database generalization psg sleep staging deep learning
Published: March 18, 2022. Version: 1.1 | Visualize waveforms
Database Open Access

St. Vincent's University Hospital / University College Dublin Sleep Apnea Database

This database contains 25 full overnight polysomnograms with simultaneous three-channel Holter ECG, from adult subjects with suspected sleep-disordered breathing. A revised version of this database was posted on 1 September 2011.
polysomnogram sleep holter multiparameter ecg
Published: Oct. 9, 2007. Version: 1.0.0 | Visualize waveforms
Database Credentialed Access

Comprehensive Polysomnography (CPS) Dataset: A Resource for Sleep-Related Arousal Research

Stefan Kraft, Andreas Theissler, Vera Wienhausen-Wilke, et al.

The CPS dataset, assembled at Klinikum Esslingen, Germany, encompasses 113 diagnostic polysomnographic sleep recordings. These recordings include up to 36 raw and 23 derived data channels, alongide 81 types of annotated events for each participant, …
polysomnography machine learning in healthcare sleep arousal diagnostics pulse wave analysis sleep disorders
Published: Sept. 18, 2024. Version: 1.0.0